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1

Generating situational awareness of pedestrian and vehicular movement in urban areas using IoT data streams

Mills, Nishan, de Silva, Daswin, Alahakoon, Damminda

Journal:

IEEE Internet of Things Journal

Year:

2020

Language:

english

File:

PDF, 4.10 MB

english, 2020

2

Toward Intelligent Industrial Informatics: A Review of Current Developments and Future Directions of Artificial Intelligence in Industrial Applications

De Silva, Daswin, Sierla, Seppo, Alahakoon, Damminda, Osipov, Evgeny, Yu, Xinghuo, Vyatkin, Valeriy

Journal:

IEEE Industrial Electronics Magazine

Year:

2020

File:

PDF, 1.65 MB

2020

3

Discovering the influence of sarcasm in social media responses

Peng, Wei, Adikari, Achini, Alahakoon, Damminda, Gero, John

Journal:

Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery

Year:

2019

Language:

english

File:

PDF, 1.21 MB

english, 2019

4

Smart Electricity Meter Data Intelligence for Future Energy Systems: A Survey

Alahakoon, Damminda, Yu, Xinghuo

Journal:

IEEE Transactions on Industrial Informatics

Year:

2015

Language:

english

File:

PDF, 318 KB

english, 2015

5

Visualizing the Evolution of Computer Programs for Genetic Programming [Research Frontier]

Nguyen, Su, Zhang, Mengjei, Alahakoon, Damminda, Tan, Kay Chen

Journal:

IEEE Computational Intelligence Magazine

Year:

2018

Language:

english

File:

PDF, 5.27 MB

english, 2018

6

Text Mining for Personalized Knowledge Extraction From Online Support Groups

Bandaragoda, Tharindu Rukshan, De Silva, Daswin, Alahakoon, Damminda, Ranasinghe, Weranja, Bolton, Damien

Journal:

Journal of the Association for Information Science and Technology

Year:

2018

Language:

english

File:

PDF, 847 KB

english, 2018

7

Online Incremental Machine Learning Platform for Big Data-Driven Smart Traffic Management

Nallaperuma, Dinithi, Nawaratne, Rashmika, Bandaragoda, Tharindu, Adikari, Achini, Nguyen, Su, Kempitiya, Thimal, De Silva, Daswin, Alahakoon, Damminda, Pothuhera, Dakshan

Journal:

IEEE Transactions on Intelligent Transportation Systems

Year:

2019

File:

PDF, 3.39 MB

2019

8

A self structuring artificial intelligence framework for deep emotions modelling and analysis on the social web

Adikari, Achini, Gamage, Gihan, de Silva, Daswin, Mills, Nishan, Wong, Sze-Meng Jojo, Alahakoon, Damminda

Journal:

Future Generation Computer Systems

Year:

2020

File:

PDF, 2.46 MB

2020

9

Minority report in fraud detection

Phua, Clifton, Alahakoon, Damminda, Lee, Vincent

Journal:

ACM SIGKDD Explorations Newsletter

Year:

2004

Language:

english

File:

PDF, 256 KB

english, 2004

10

[IEEE 2010 International Joint Conference on Neural Networks (IJCNN) - Barcelona, Spain (2010.07.18-2010.07.23)] The 2010 International Joint Conference on Neural Networks (IJCNN) - Incremental knowledge acquisition and self learning from text

De Silva, Daswin, Alahakoon, Damminda

Year:

2010

Language:

english

File:

PDF, 634 KB

english, 2010

11

[IEEE 2013 International Joint Conference on Neural Networks (IJCNN 2013 - Dallas) - Dallas, TX, USA (2013.08.4-2013.08.9)] The 2013 International Joint Conference on Neural Networks (IJCNN) - Brain-inspired self-organizing model for incremental learning

Gunawardana, Kasun, Rajapakse, Jayantha, Alahakoon, Damminda

Year:

2013

Language:

english

File:

PDF, 540 KB

english, 2013

12

[IEEE 2011 International Conference on Electrical Machines and Systems (ICEMS) - Beijing, China (2011.08.20-2011.08.23)] 2011 International Conference on Electrical Machines and Systems - Semi-supervised classification of characterized patterns for demand forecasting using smart electricity meters

De Silva, Daswin, Yu, Xinghuo, Alahakoon, Damminda, Holmes, Grahame

Year:

2011

Language:

english

File:

PDF, 414 KB

english, 2011

13

[IEEE 2009 International Conference on Industrial and Information Systems (ICIIS) - Peradeniya, Sri Lanka (2009.12.28-2009.12.31)] 2009 International Conference on Industrial and Information Systems (ICIIS) - Growing Self Organizing Map with an Imposed Binary Search Tree for discovering temporal input patterns

Matharage, Sumith, Gunasinghe, Upuli, Alahakoon, Damminda

Year:

2009

Language:

english

File:

PDF, 728 KB

english, 2009

14

[IEEE Sixth International Conference on Intelligent Systems Design and Applications - Jian, China (2006.10.16-2006.10.16)] Sixth International Conference on Intelligent Systems Design and Applications - Intelligent Agents with Reinforcement Learning and Fuzzy logic for Intention commitment Modeling

Lokuge, Prasanna, Alahakoon, Damminda

Year:

2006

Language:

english

File:

PDF, 305 KB

english, 2006

15

[Lecture Notes in Computer Science] AI 2017: Advances in Artificial Intelligence Volume 10400 || Density-Based Multiscale Analysis for Clustering in Strong Noise Settings

Peng, Wei, Alahakoon, Damminda, Li, Xiaodong

Year:

2017

Language:

english

File:

PDF, 4.55 MB

english, 2017

16

Automatic event detection in microblogs using incremental machine learning

Bandaragoda, Tharindu Rukshan, De Silva, Daswin, Alahakoon, Damminda

Journal:

Journal of the Association for Information Science and Technology

Year:

2017

Language:

english

File:

PDF, 1.01 MB

english, 2017

17

Optimizing rooftop photovoltaic distributed generation with battery storage for peer-to-peer energy trading

Nguyen, Su, Peng, Wei, Sokolowski, Peter, Alahakoon, Damminda, Yu, Xinghuo

Journal:

Year:

2018

Language:

english

File:

PDF, 1.42 MB

english, 2018

18

Artificial intelligence based commuter behaviour profiling framework using Internet of things for real-time decision-making

Bandaragoda, Tharindu, Adikari, Achini, Nawaratne, Rashmika, Nallaperuma, Dinithi, Luhach, Ashish Kr., Kempitiya, Thimal, Nguyen, Su, Alahakoon, Damminda, De Silva, Daswin, Chilamkurti, Naveen

Journal:

Neural Computing and Applications

Year:

2020

Language:

english

File:

PDF, 1.83 MB

english, 2020

19

[IEEE IECON 2018 - 44th Annual Conference of the IEEE Industrial Electronics Society - D.C., DC, USA (2018.10.21-2018.10.23)] IECON 2018 - 44th Annual Conference of the IEEE Industrial Electronics Society - Bio-Inspired Multisensory Fusion for Autonomous Robots

Jayaratne, Madhura, Alahakoon, Damminda, De Silva, Daswin, Yu, Xinghuo

Year:

2018

File:

PDF, 445 KB

2018

20

Self-Building Artificial Intelligence and Machine Learning to Empower Big Data Analytics in Smart Cities

Alahakoon, Damminda, Nawaratne, Rashmika, Xu, Yan, De Silva, Daswin, Sivarajah, Uthayasankar, Gupta, Bhumika

Journal:

Information Systems Frontiers

Year:

2020

File:

PDF, 5.23 MB

2020

21

Improving the adaptability in automated vessel scheduling in container ports using intelligent software agents

Prasanna Lokuge, Damminda Alahakoon

Journal:

European Journal of Operational Research

Year:

2007

Language:

english

File:

PDF, 976 KB

english, 2007

22

Building a cluster of intelligent, adaptive web sites

Rasika Amarasiri, Damminda Alahakoon

Journal:

Neural Computing and Applications

Year:

2004

Language:

english

File:

PDF, 388 KB

english, 2004

23

Special issue on ‘Neural networks for enhanced intelligence’

Damminda Alahakoon, Ajith Abraham, Lakhmi Jain

Journal:

Neural Computing and Applications

Year:

2004

Language:

english

File:

PDF, 105 KB

english, 2004

24

Cluster identification and separation in the growing self-organizing map: application in protein sequence classification

Norashikin Ahmad, Damminda Alahakoon, Rowena Chau

Journal:

Neural Computing and Applications

Year:

2010

Language:

english

File:

PDF, 591 KB

english, 2010

25

[IEEE 2013 10th IEEE International Conference on Control and Automation (ICCA) - Hangzhou, China (2013.06.12-2013.06.14)] 2013 10th IEEE International Conference on Control and Automation (ICCA) - An enhancing dynamic self-organizing map for data clustering

Wang, Ting, Yu, Xinghuo, Alahakoon, Damminda, Fei, Shumin

Year:

2013

Language:

english

File:

PDF, 513 KB

english, 2013

26

[IEEE 2012 IEEE 6th International Conference on Information and Automation for Sustainability (ICIAfS) - Beijing, China (2012.09.27-2012.09.29)] 2012 IEEE 6th International Conference on Information and Automation for Sustainability - Application of growing self-organizing map to distinguish between finger tapping and non tapping from brain images

Pin Huang,, Pathirana, Pubudu, Alahakoon, Damminda, Brotchie, Peter

Year:

2012

Language:

english

File:

PDF, 897 KB

english, 2012

27

[IEEE 2012 International Joint Conference on Neural Networks (IJCNN 2012 - Brisbane) - Brisbane, Australia (2012.06.10-2012.06.15)] The 2012 International Joint Conference on Neural Networks (IJCNN) - Redundancy reduction in self-organising map merging for scalable data clustering

Ganegedara, Hiran, Alahakoon, Damminda

Year:

2012

Language:

english

File:

PDF, 858 KB

english, 2012

28

[IEEE 2013 International Joint Conference on Neural Networks (IJCNN 2013 - Dallas) - Dallas, TX, USA (2013.08.4-2013.08.9)] The 2013 International Joint Conference on Neural Networks (IJCNN) - A scalable and dynamic self-organizing map for clustering large volumes of text data

Matharage, Sumith, Ganegedara, Hiran, Alahakoon, Damminda

Year:

2013

Language:

english

File:

PDF, 370 KB

english, 2013

29

Extraction of high quality k-words for alignment-free sequence comparison

Gunasinghe, Upuli, Alahakoon, Damminda, Bedingfield, Susan

Journal:

Journal of Theoretical Biology

Year:

2014

Language:

english

File:

PDF, 675 KB

english, 2014

30

[IEEE 2013 International Joint Conference on Neural Networks (IJCNN 2013 - Dallas) - Dallas, TX, USA (2013.08.4-2013.08.9)] The 2013 International Joint Conference on Neural Networks (IJCNN) - The adaptive suffix tree: A space efficient sequence learning algorithm

Gunasinghe, Upuli, Alahakoon, Damminda

Year:

2013

Language:

english

File:

PDF, 225 KB

english, 2013

31

[IEEE 2006 International Conference on Information and Automation - Colombo, Sri Lanka (2006.12.15-2006.12.17)] 2006 International Conference on Information and Automation - Analysis of Seismic Activity using the Growing SOM for the Identification of Time Dependent Patterns

De Silva, L.P. Daswin Pasantha, Alahakoon, Damminda

Year:

2006

Language:

english

File:

PDF, 572 KB

english, 2006

32

[IEEE 2012 International Joint Conference on Neural Networks (IJCNN 2012 - Brisbane) - Brisbane, Australia (2012.06.10-2012.06.15)] The 2012 International Joint Conference on Neural Networks (IJCNN) - Self organising map based region of interest labelling for automated defect identification in large sewer pipe image collections

Ganegedara, Hiran, Alahakoon, Damminda, Mashford, John, Paplinski, Andrew, Muller, Karsten, Deserno, Thomas M.

Year:

2012

Language:

english

File:

PDF, 1.58 MB

english, 2012

33

[IEEE 2012 International Joint Conference on Neural Networks (IJCNN 2012 - Brisbane) - Brisbane, Australia (2012.06.10-2012.06.15)] The 2012 International Joint Conference on Neural Networks (IJCNN) - A sequence based dynamic SOM model for text clustering

Gunasinghe, Upuli, Matharage, Sumith, Alahakoon, Damminda

Year:

2012

Language:

english

File:

PDF, 1.20 MB

english, 2012

34

[IEEE 2012 International Joint Conference on Neural Networks (IJCNN 2012 - Brisbane) - Brisbane, Australia (2012.06.10-2012.06.15)] The 2012 International Joint Conference on Neural Networks (IJCNN) - Sequence learning using the adaptive suffix trie algorithm

Gunasinghe, Upuli, Alahakoon, Damminda

Year:

2012

Language:

english

File:

PDF, 972 KB

english, 2012

35

[IEEE 2006 International Conference on Information and Automation - Colombo, Sri Lanka (2006.12.15-2006.12.17)] 2006 International Conference on Information and Automation - NeuroEvolution of Augmenting Topologies with Learning for Data Classification

Chen, Lin, Alahakoon, Damminda

Year:

2006

Language:

english

File:

PDF, 1.72 MB

english, 2006

36

[IEEE 2006 International Conference on Information and Automation - Colombo, Sri Lanka (2006.12.15-2006.12.17)] 2006 International Conference on Information and Automation - A modified algorithm for the fast processing with the Growing Self-Organizing Map

Yu, Yaohua, Alahakoon, Damminda

Year:

2006

Language:

english

File:

PDF, 1.51 MB

english, 2006

37

[IEEE 2013 IEEE International Workshop on Intelligent Energy Systems (IWIES) - Vienna, Austria (2013.11.14-2013.11.14)] 2013 IEEE International Workshop on Inteligent Energy Systems (IWIES) - Advanced analytics for harnessing the power of smart meter big data

Alahakoon, Damminda, Yu, Xinghuo

Year:

2013

Language:

english

File:

PDF, 379 KB

english, 2013

38

[IEEE 2011 Ieee Symposium On Computational Intelligence And Data Mining - Part Of 17273 - 2011 Ssci - Paris, France (2011.04.11-2011.04.15)] 2011 IEEE Symposium on Computational Intelligence and Data Mining (CIDM) - GSOM sequence: An unsupervised dynamic approach for knowledge discovery in temporal data

Fonseka, Asanka, Alahakoon, Damminda, Bedingfield, Susan

Year:

2011

Language:

english

File:

PDF, 150 KB

english, 2011

39

[IEEE 2011 IEEE 20th International Symposium on Industrial Electronics (ISIE) - Gdansk, Poland (2011.06.27-2011.06.30)] 2011 IEEE International Symposium on Industrial Electronics - Incremental pattern characterization learning and forecasting for electricity consumption using smart meters

De Silva, Daswin, Xinghuo Yu,, Alahakoon, Damminda, Holmes, Grahame

Year:

2011

Language:

english

File:

PDF, 705 KB

english, 2011

40

[IEEE 2006 International Conference on Information and Automation - Colombo, Sri Lanka (2006.12.15-2006.12.17)] 2006 International Conference on Information and Automation - Implementing intention Reconsideration Strategies and Deliberation Decision of Intelligent h-BD[I] Agents

Lokuge, Prasanna, Alahakoon, Damminda

Year:

2006

Language:

english

File:

PDF, 2.21 MB

english, 2006

41

[IEEE 2006 International Conference on Computational Inteligence for Modelling Control and Automation and International Conference on Intelligent Agents Web Technologies and International Commerce (CIMCA'06) - Sydney, Australia (2006.11.28-2006.12.1)] 2006 International Conference on Computational Inteligence for Modelling Control and Automation and International Conference on Intelligent Agents Web Technologies and International Commerce (CIMCA'06) - Batch implementation of Growing Self-Organizing Map

Yu, Yaohua, Alahakoon, Damminda

Year:

2006

Language:

english

File:

PDF, 478 KB

english, 2006

42

[IEEE 2011 IEEE International Conference on Granular Computing (GrC-2011) - Kaohsiung, Taiwan (2011.11.8-2011.11.10)] 2011 IEEE International Conference on Granular Computing - Identifying multi-view patterns with hierarchy and granularity based multimodal (HGM) cogntive model

Boo, Yee Ling, Alahakoon, Damminda

Year:

2011

Language:

english

File:

PDF, 311 KB

english, 2011

43

[IEEE 2007 Third International Conference on Information and Automation for Sustainability (ICIAFS) - Melbourne, Australia (2007.12.4-2007.12.6)] 2007 Third International Conference on Information and Automation for Sustainability - Cluster analysis using the GSOM: Patterns in epidemiology

De Silva, Daswin, Alahakoon, Damminda, Dharmage, Shyamali

Year:

2007

Language:

english

File:

PDF, 572 KB

english, 2007

44

[IEEE 2013 IEEE 8th International Conference on Industrial and Information Systems (ICIIS) - Peradeniya, Sri Lanka (2013.12.17-2013.12.20)] 2013 IEEE 8th International Conference on Industrial and Information Systems - Feature overlap-based dynamic self organizing model for hierarchical text clustering

Nathawitharana, Nilupulee, Matharage, Sumith, Alahakoon, Damminda

Year:

2013

Language:

english

File:

PDF, 537 KB

english, 2013

45

[IEEE 2008 4th International Conference on Information and Automation for Sustainability (ICIAFS) - Colombo, Sri Lanka (2008.12.12-2008.12.14)] 2008 4th International Conference on Information and Automation for Sustainability - Investigating the Effect of Illumination and Viewpoint on Image Recognisability

Bamunusinghe, Jeewanee, Alahakoon, Damminda

Year:

2008

Language:

english

File:

PDF, 585 KB

english, 2008

46

[IEEE 2011 11th International Conference on Intelligent Systems Design and Applications (ISDA) - Cordoba, Spain (2011.11.22-2011.11.24)] 2011 11th International Conference on Intelligent Systems Design and Applications - Clusters driven implementation of a brain inspired model for multi-view pattern identifications

Boo, Yee Ling, Alahakoon, Damminda

Year:

2011

Language:

english

File:

PDF, 285 KB

english, 2011

47

[IEEE 2008 International Conference on Computational Intelligence for Modelling Control & Automation - Vienna, Austria (2008.12.10-2008.12.12)] 2008 International Conference on Computational Intelligence for Modelling Control & Automation - Mining Multi-modal Crime Patterns at Different Levels of Granularity Using Hierarchical Clustering

Boo, Yee Ling, Alahakoon, Damminda

Year:

2008

Language:

english

File:

PDF, 221 KB

english, 2008

48

[IEEE 2010 5th International Conference on Information and Automation for Sustainability (ICIAfS) - Colombo (2010.12.17-2010.12.19)] 2010 Fifth International Conference on Information and Automation for Sustainability - Towards the development of machine consciousness: Implications of Western philosophy and Buddhism

De Silva, Daswin, Alahakoon, Damminda, Rajapakse, Jayantha

Year:

2010

Language:

english

File:

PDF, 467 KB

english, 2010

49

[IEEE 2008 4th International Conference on Information and Automation for Sustainability (ICIAFS) - Colombo, Sri Lanka (2008.12.12-2008.12.14)] 2008 4th International Conference on Information and Automation for Sustainability - Self Learning and its Implications for Machine Understanding

Dinalankara, Wikum, De Silva, Daswin, Alahakoon, Damminda

Year:

2008

Language:

english

File:

PDF, 195 KB

english, 2008

50

[IEEE 2006 International Conference on Information and Automation - Colombo, Sri Lanka (2006.12.15-2006.12.17)] 2006 International Conference on Information and Automation - Dynamically Refining the Task Models of Agents in a Multi-Agent System: A Less Communication Intensive Approach

Wickramasinghe, Leelani Kumari, Alahakoon, Damminda

Year:

2006

Language:

english

File:

PDF, 391 KB

english, 2006

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